The graph represents a network of 4,301 Twitter users whose tweets in the requested range contained "smartcity OR smartcities", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 August 2022 at 00:25 UTC.
The requested start date was Friday, 12 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 0-hour, 41-minute period from Monday, 08 August 2022 at 02:19 UTC to Thursday, 11 August 2022 at 03:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4301
Unique Edges : 3728
Edges With Duplicates : 11802
Total Edges : 15530
Number of Edge Types : 5
Mentions : 4102
MentionsInRetweet : 4469
Replies to : 879
Retweet : 3123
Tweet : 2957
Self-Loops : 3218
Reciprocated Vertex Pair Ratio : 0.024512987012987
Reciprocated Edge Ratio : 0.0478529551576612
Connected Components : 767
Single-Vertex Connected Components : 488
Maximum Vertices in a Connected Component : 2415
Maximum Edges in a Connected Component : 10139
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.371751
Graph Density : 0.000341240274030377
Modularity : 0.386856
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 4,301 Twitter users whose tweets in the requested range contained "smartcity OR smartcities", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 August 2022 at 00:25 UTC.
The requested start date was Friday, 12 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 0-hour, 41-minute period from Monday, 08 August 2022 at 02:19 UTC to Thursday, 11 August 2022 at 03:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : smartcity OR smartcities
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2772] ikn,smartcity [2756] smartcity,indonesia [556] #healthtech,#datascientist [555] #ehealth,#finserv [544] #datascientist,#csuite [544] #csuite,#digitalhealth [544] #digitalhealth,#web3 [543] #web3,#cx [543] #cx,#ehealth [535] #finserv,#cloud Top Word Pairs in Tweet in G1:
[548] #healthtech,#datascientist [547] #ehealth,#finserv [536] #datascientist,#csuite [536] #csuite,#digitalhealth [536] #digitalhealth,#web3 [535] #web3,#cx [535] #cx,#ehealth [527] #finserv,#cloud [520] #cloud,#insurtech [412] #iot,#iiot Top Word Pairs in Tweet in G2:
[94] त,र [92] र,ग [49] smart,city [40] य,च [39] smartcities_hua,mohua_india [34] smart,cities [25] म,न [25] य,न [24] य,क [23] vizag_smartcity,coc_gvmc Top Word Pairs in Tweet in G3:
[1888] ikn,smartcity [1886] smartcity,indonesia [151] ikn,nusantara [146] indonesia,#riaudamai [123] politik,identitas [79] cegah,covid19 [77] papua,ikn [77] senin,ikn [77] brigadir,rr [75] presidential,threshold Top Word Pairs in Tweet in G4:
[357] ಸ,ಮ [357] ಮ,ರ [357] ರ,ಟ [357] ಟ,ಸ [357] ಸ,ಟ [357] ಟ,ಮ [357] ಮ,ಷನ [357] ಷನ,ಮ [357] ಮ,ಲಕ [357] ಲಕ,ನಗರಗಳಲ Top Word Pairs in Tweet in G5:
[290] த,த [145] அட,பம [145] பம,ப [145] ப,டன [145] டன,ச [145] ச,ர [145] ர,த [145] த,தட [145] தட,ப [145] ப,ப Top Word Pairs in Tweet in G6:
[19] #nicdc,#indiareimagined [17] jitu_yadav79,dymc_nz [17] dymc_nz,cmoguj [17] cmoguj,lochan_sehra [16] lochan_sehra,kiritjparmarbjp [15] dev1kmwat,ahdsantosh [15] ahdsantosh,jitu_yadav79 [11] #auric,#nicdc [11] #indiareimagined,integrated [11] integrated,command Top Word Pairs in Tweet in G7:
[23] nagarvikasup,upgovt [20] स,त [19] commissionerknp,mohua_india [18] नप,र [17] क,क [17] व,क [16] mohua_india,chiefsecyup [16] chiefsecyup,shiviasup [16] र,ग [14] सड,क Top Word Pairs in Tweet in G8:
[53] world,economic [53] economic,forum [47] smart,city [45] forum,#smartcities [39] japan,building [39] building,futuristic [39] futuristic,smart [39] city,world [36] #smartcities,wef [34] jamesvgingerich,japan Top Word Pairs in Tweet in G9:
[42] #smartcity,#faridabad [34] aapfaridabad_,#smartcity [33] क,स [26] त,र [26] ल,ग [25] #faridabad,म [24] स,वर [24] व,क [23] प,न [22] वर,क Top Word Pairs in Tweet in G10:
[74] lado,mal [74] mal,telpark [74] telpark,selector [74] selector,duración [74] duración,parking [74] parking,precisión [74] precisión,telpark_es [73] chemaalonso,lado [73] telpark_es,#sm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: